Prediction Audit: Aberdeen vs Kelty Hearts Prediction, Odds & AI Betting Tips

Aberdeen

Jul 25, 2026 - 14:00

3 1.44

0 1.16

xG Accuracy: 47%

Kelty Hearts

AI correctly predicted the Aberdeen win.

The match finished 3–0, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade F

Each row compares the pre-match model lean to the full-time result.

Market Prediction Result Outcome
Over / Under 2.5 Under 2.5 Over 2.5 (3 goals) ✖ Incorrect
Both Teams To Score BTTS Yes No ✖ Incorrect
1X2 Aberdeen Aberdeen ✔ Correct
Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 3-0 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Aberdeen	56.9%	82.6%	-25.8 pp	Market Higher
Draw	23.7%	10.2%	+13.6 pp	Model Edge
Kelty Hearts	19.4%	7.2%	+12.2 pp	Model Edge

The closing market estimates Aberdeen's win probability at 82.6%, compared with the model's estimate of 56.9%, a difference of 25.8 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.

Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE10.

After full time, the model's directional lean matched the result (Aberdeen win 3–0).

Post Match Insights

What worked

Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised

What failed

Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Aberdeen higher (82.7% vs model 56.9%, 25.8 pp), but the model's lean was validated (Aberdeen win 3–0).

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Prediction Timeline

How this prediction moved from forecast to full-time review.

Jul 25, 2026 · 21:37 UTC Forecast generated
- Model 1X2 · Aberdeen 56.8% · Draw 23.8% · Kelty Hearts 19.4%
- xG · Aberdeen 1.44 — Kelty Hearts 1.16
Jul 25, 2026 · 13:33 UTC Opening odds snapshot PRE30
- 1X2 odds · Aberdeen 1.08 · Draw 8.77 · Kelty Hearts 12.42
- Implied 1X2 · Aberdeen 82.6% · Draw 10.2% · Kelty Hearts 7.2%
- Bookmaker · Pinnacle
Jul 25, 2026 · 13:54 UTC Closing snapshot recorded PRE10
- 1X2 odds · Aberdeen 1.08 · Draw 8.77 · Kelty Hearts 12.42
- Implied 1X2 · Aberdeen 82.6% · Draw 10.2% · Kelty Hearts 7.2%
- Bookmaker · Pinnacle
Jul 25, 2026 · 14:00 UTC Kickoff
FT Full-time result Aberdeen win · 3–0
FT Prediction validated Directional lean matched full-time result
Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait

Outcome Validated

Pre-match metrics (historical context)

Prediction Reliability 50/100 · Moderate

Validation: Warning
Large market gap (26 pp)

Evidence ★★★★★

Moderate model lean
Market strongly disagrees on price
Validation warning

Pricing proximity (inverse gap) 0/100

Betting Confidence 32/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 14:07 UTC Snapshot ID: dp-1455945

Closing Odds 1.08

AI Fair Odds —

CLV Pending

Final Result Aberdeen win · Aberdeen 3–0 Kelty Hearts

Prediction ✔ Correct

Decision Grade F

Model Performance

This prediction contributes to:

Primary Bets ROI (180d): -100.0%

Review FAQ

How accurate was the prediction?: This page grades directional markets (1X2, Over/Under 2.5, BTTS) against the full-time result. The prediction grade reflects how many of those tracked markets matched reality.
What does xG Accuracy measure?: xG Accuracy compares the model's pre-match expected-goals profile to the actual scoreline — not whether every market hit. A strong directional review can coexist with a moderate xG accuracy score.
Why wasn't the exact score predicted?: Correct-score outcomes are low-probability tails even when the model reads the match profile well. We highlight top score bins for context; missing the exact line does not invalidate a directional review.
Does this improve the AI record?: Each finished match is logged in our validation pipeline. Aggregated hit rates and CLV studies are published separately — this page is the per-match audit trail.

Predictions are for informational purposes only. Always gamble responsibly and within your limits. Past performance does not guarantee future results.

AI match briefing

AI Match Summary

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

League: Scottish League Cup
Fixture: Aberdeen FC vs Kelty Hearts
Kickoff: 2026-07-25 14:00:00
1X2 (model): Home 45.0% · Draw 45.0% · Away 10.0%
xG (showing): Aberdeen FC 1.44 — Kelty Hearts 1.16 (total xG ≈ 2.6)
Value headline: None — no positive EV could be estimated on tracked lines at current best prices (missing odds or thin book depth).
Structural leans (not bets): See the Over/Under and BTTS cards for any directional lean text.
BTTS (model): Yes N/A · No N/A
Correct score (top bin): N/A

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

Historical Recommendation

Historical Decision: Wait

Outcome: Validated — Pre-match lean validated against the full-time result.

Risk Factors Considered Before Kickoff

Price movement: implied probabilities and EV move with odds.
Sample / data gaps: low-information leagues widen forecast bands.
In-play state: goals and red cards are not modelled here.
Scoreline variance: the most likely scoreline is still usually a low absolute probability outcome (often well below 20%).

Last Updated

September 29, 2026 (UTC)

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